| A time series forecasting based multi-criteria methodology for air quality prediction R Espinosa, J Palma, F Jiménez, J Kamińska, G Sciavicco, ... Applied Soft Computing 113, 107850, 2021 | 62 | 2021 |
| Multi-surrogate assisted multi-objective evolutionary algorithms for feature selection in regression and classification problems with time series data R Espinosa, F Jiménez, J Palma Information Sciences 622, 1064-1091, 2023 | 34 | 2023 |
| Multi-objective evolutionary spatio-temporal forecasting of air pollution R Espinosa, F Jiménez, J Palma Future Generation Computer Systems 136, 15-33, 2022 | 16 | 2022 |
| Surrogate-assisted and filter-based multiobjective evolutionary feature selection for deep learning R Espinosa, F Jiménez, J Palma IEEE Transactions on Neural Networks and Learning Systems, 2023 | 14 | 2023 |
| Embedded feature selection in LSTM networks with multi-objective evolutionary ensemble learning for time series forecasting R Espinosa, F Jiménez, J Palma arXiv preprint arXiv:2312.17517, 2023 | 1 | 2023 |
| Surrogate-assisted multi-objective evolutionary feature selection of generation-based fixed evolution control for time series forecasting with LSTM networks R Espinosa, F Jiménez, J Palma Swarm and Evolutionary Computation 88, 101587, 2024 | | 2024 |
